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# 🎉 Major Updates - Added `ideas.learn.translate` GEPA-based automated prompt optimization module. By default, this performs teacher-student learning in two steps: - First, a translation dataset is generated using a powerful model, e.g. `gpt-5.1`. - Then, a prompt is optimized for a weaker model, e.g. `gpt-5-mini` using only the valid (building) translations from the teacher and a powerful GEPA reflection model - The metric function includes feedback for building _and_ test correctness. - Launch the whole process in **a single command** using your own `OPENROUTER_API_KEY` and with: ``` make -f LEARNING.mk learn/translate ``` - Added support for `git`-based version control of the translation repo, in step with iterative AI translation and wrapper generation attempts. # 🎈 Minor Updates - Upgraded `clang` toolset to `clang-21`. - Upgraded to Python 3.14. Don't forget to update your local `uv` installation! - Significant code clean-up. --------- Co-authored-by: Cory Cornelius <cory.cornelius@intel.com>
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🎉 Major Updates
ideas.learn.translateGEPA-based automated prompt optimization module. By default, this performs teacher-student learning in two steps:gpt-5.1.gpt-5-miniusing only the valid (building) translations from the teacher and a powerful GEPA reflection modelOPENROUTER_API_KEYand with:git-based version control of the translation repo, in step with iterative AI translation and wrapper generation attempts.🎈 Minor Updates
clangtoolset toclang-21.uvinstallation!